microsoft / RLHF-APALinks
RL algorithm: Advantage induced policy alignment
☆66Updated 2 years ago
Alternatives and similar repositories for RLHF-APA
Users that are interested in RLHF-APA are comparing it to the libraries listed below
Sorting:
- Learning from preferences is a common paradigm for fine-tuning language models. Yet, many algorithmic design decisions come into play. Ou…☆32Updated last year
- Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Fl…☆77Updated last year
- Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging☆115Updated 2 years ago
- ☆100Updated last year
- Code accompanying the paper Pretraining Language Models with Human Preferences☆180Updated last year
- This is code for most of the experiments in the paper Understanding the Effects of RLHF on LLM Generalisation and Diversity☆47Updated last year
- Directional Preference Alignment☆58Updated last year
- Advantage Leftover Lunch Reinforcement Learning (A-LoL RL): Improving Language Models with Advantage-based Offline Policy Gradients☆26Updated last year
- ☆160Updated last year
- Code for the arXiv preprint "The Unreasonable Effectiveness of Easy Training Data"☆48Updated last year
- Code and Configs for Asynchronous RLHF: Faster and More Efficient RL for Language Models☆67Updated 8 months ago
- CodeUltraFeedback: aligning large language models to coding preferences (TOSEM 2025)☆73Updated last year
- Language models scale reliably with over-training and on downstream tasks☆100Updated last year
- A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models☆70Updated 10 months ago
- Reproduction of "RLCD Reinforcement Learning from Contrast Distillation for Language Model Alignment☆69Updated 2 years ago
- [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…☆51Updated last year
- Self-Alignment with Principle-Following Reward Models☆169Updated 3 months ago
- ☆159Updated 2 years ago
- Official code from the paper "Offline RL for Natural Language Generation with Implicit Language Q Learning"☆210Updated 2 years ago
- A repository for transformer critique learning and generation☆89Updated 2 years ago
- ICML 2024 - Official Repository for EXO: Towards Efficient Exact Optimization of Language Model Alignment☆57Updated last year
- Code for ACL2024 paper - Adversarial Preference Optimization (APO).☆56Updated last year
- ☆108Updated last year
- ☆107Updated last year
- Repository for NPHardEval, a quantified-dynamic benchmark of LLMs☆61Updated last year
- Self-Supervised Alignment with Mutual Information☆20Updated last year
- Code for the paper "VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment"☆183Updated 7 months ago
- Official implementation of Bootstrapping Language Models via DPO Implicit Rewards☆46Updated 8 months ago
- Reinforcement Learning via Regressing Relative Rewards☆38Updated last year
- Script for processing OpenAI's PRM800K process supervision dataset into an Alpaca-style instruction-response format☆27Updated 2 years ago